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All Journal Jurnal NERS Musamus Journal of Physical Education and Sport (MJPES) Jurnal Abdi Insani Jurnal Pengabdian kepada Masyarakat PROFICIO: Jurnal Pengabdian Masyarakat Jurnal Pengabdian Olahraga Masyarakat Indonesian Journal of Social and Educational Studies Sehat Rakyat: Jurnal Kesehatan Masyarakat Economics and Business Journal Journal of Artificial Intelligence and Digital Business Seminar Nasional Hasil Penelitian LP2M UNM KORSAcs KORSA Journal of Health Science and Medical Therapy Paramacitra : Jurnal Pengabdian Masyarakat Hayyan Journal Mammiri: Jurnal Pengabdian Masyarakat Pengabdian Kesehatan Pesisir dan Pertambangan
Amin, Andi Nurzakiah
Universitas Negeri Makassar, Indonesia
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Physics Public Health Social Sciences Veterinary Other

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The Role of Psychosocial and Cultural Factors in Adolescent Reproductive Health Literacy in Sinjai Regency Andi Nurzakiah Amin; Ismi Sultan
Hayyan Journal Vol. 3 No. 2 (2026): June
Publisher : Education and Talent Development Center of Indonesia (ETDC Indonesia)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51574/hayyan.v3i2.5221

Abstract

Adolescent reproductive health literacy in Indonesia remains a critical issue, particularly in rural areas such as Sinjai Regency, South Sulawesi. Despite national programs like Pusat Informasi dan Konseling Remaja (PIK-R), gaps persist in integrating psychosocial and cultural dimensions into health education. This study aims to analyze the role of psychosocial and cultural factors in shaping adolescent reproductive health literacy, using an interdisciplinary approach that combines public health, psychology, and socio-cultural analysis. A qualitative descriptive design with a case study approach was employed between September and December 2025. Data were collected from 60 respondents (40 adolescents, 10 parents, and 10 health workers) through semi-structured interviews, focus group discussions (FGDs), and direct observation at schools and Posyandu remaja. Thematic analysis was used to identify recurring patterns, supported by triangulation to ensure validity. The findings reveal three dominant themes: psychosocial readiness, socio-cultural norms, and community-based interventions. Psychosocial factors such as confidence, emotional openness, and peer influence determined adolescents’ willingness to engage in reproductive health education. Socio-cultural norms, including religious values and family expectations, acted as both enablers and constraints, while community leaders served as cultural gatekeepers. Community-based interventions, particularly those involving peers, families, and respected leaders, were found to legitimize and sustain adolescent participation. In conclusion, adolescent reproductive health literacy in Sinjai is shaped by the interaction of psychosocial readiness and socio-cultural acceptance, legitimized through community-based interventions. Effective strategies must therefore integrate psychosocial empowerment, cultural sensitivity, and community participation to enhance knowledge, reduce stigma, and ensure sustainability in health promotion efforts.
AI-Driven Clinical Decision Support Systems and Their Impact on Hospital Management Efficiency and Patient Safety: A Systematic Literature Review Jeki Pornomo; Andi Nurzakiah Amin
Journal of Health Science and Medical Therapy Том 4 № 02 (2026): Journal of Health Science and Medical Therapy
Publisher : PT. Riset Press International

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59653/jhsmt.v4i02.2554

Abstract

Artificial intelligence-driven clinical decision support systems (AI-CDSS) are increasingly used to support diagnosis, risk prediction, medication safety, clinical prioritization, and hospital workflow management. Although AI-CDSS has potential to improve hospital efficiency and patient safety, its real-world value remains uncertain because many studies still emphasize technical performance rather than clinical workflow, governance, and organizational outcomes. This systematic literature review synthesizes recent evidence on the impact of AI-CDSS on hospital management efficiency and patient safety and identifies implementation and governance factors that influence effectiveness in hospital settings. Studies published from 2020 to 2026 were targeted if they examined AI-CDSS in hospital settings using machine learning, deep learning, natural language processing, predictive analytics, or intelligent alert systems. Evidence was organized across four domains: AI-CDSS characteristics, hospital efficiency, patient safety, and implementation governance. AI-CDSS supports diagnostic reasoning, clinical risk prediction, medication safety, early warning, adverse-event detection, incident classification, and workflow prioritization. It may improve hospital efficiency through faster prioritization, better resource allocation, and more coordinated workflows. It may also strengthen patient safety by enabling earlier detection of deterioration, medication errors, falls, pressure injuries, and adverse-event patterns. However, benefits remain conditional on data quality, EMR integration, validation, trust, explainability, clinical workflow fit, monitoring, and governance maturity. AI-CDSS should be understood as socio-technical governance infrastructure rather than a standalone algorithm. Hospitals and policymakers should develop structured governance mechanisms covering multidisciplinary oversight, local validation, workflow simulation, user training, post-deployment monitoring, patient-safety reporting, and accreditation-based accountability. This study contributes to the literature by integrating previous AI-CDSS evidence into a hospital-management framework that explains how algorithmic decision support can generate efficiency and patient-safety value only when supported by data readiness, workflow integration, clinician trust, explainability, local validation, continuous monitoring, and accountable governance.
IMPLEMENTASI PERAK SEHAT: INTEGRASI EDUKASI GIZI KLINIK, LEAFLET KODE QR, DAN DEMONSTRASI MASAK PANGAN LOKAL UNTUK PENCEGAHAN STUNTING Yasinta Indah Widyaningsih; Jasmin Ambas; Andi Nurzakiah Amin; Mahendri Deayu Putri; Nurfalia Harfah
Jurnal Abdi Insani Vol 13 No 1 (2026): Jurnal Abdi Insani
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/abdiinsani.v13i1.3096

Abstract

Stunting is a chronic nutritional problem that affects children's physical growth and cognitive development, particularly during the first 1,000 days of life. The contributing factors include unbalanced nutrient intake, inadequate parenting practices, recurrent infections, and limited access to healthcare services. Preventing stunting requires a comprehensive strategy that enhances knowledge, fosters positive attitudes, and strengthens balanced nutrition practices within the community. This community service activity, titled “Implementation of PERAK SEHAT: Integration of Clinical Nutrition Education, QR Code Leaflets, and Local Food Cooking Demonstrations for Stunting Prevention,” aimed to improve participants’ knowledge, attitudes, and behavioral intentions related to balanced nutrition. The methods employed included interactive lectures, group discussions, and cooking demonstrations using local food ingredients, involving pregnant women, mothers of toddlers, and adolescent girls in Bonto Perak Village, Pangkajene and Islands Regency. Evaluation was conducted through pre-test and post-test assessments to measure changes in knowledge, attitudes, and behavioral intentions. The results showed an increase in participants’ knowledge, positive attitude shifts, and stronger commitment to applying balanced nutrition principles. The digital leaflet served as a reinforcing medium that enabled participants to revisit the information at home. In conclusion, this activity proved to be an effective public health promotion strategy by integrating education and practical application to encourage positive behavioral changes related to balanced nutrition as an effort to prevent stunting.
Evaluasi Gerakan Orang Tua Asuh Cegah Stunting dengan Model CIPP di Kelurahan Tamarunang Gowa Rahmaniah Usman; Andi Atssam Mappanyukki; Andi Nurzakiah Amin
Sehat Rakyat: Jurnal Kesehatan Masyarakat Vol. 5 No. 3 (2026): Agustus 2026
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/sehatrakyat.v5i3.7597

Abstract

Stunting remains a public health problem in Indonesia, including in Gowa Regency. The Genting Program is a collaborative innovation involving Foster Parents (OTA) to assist families at risk of stunting. However, the effectiveness of this program has never been comprehensively evaluated. This study aims to evaluate the implementation of the Genting Program using the CIPP Model (Context, Input, Process, and Product). This study used qualitative research with a case study approach. 15 informants consisted of program managers, local government officials at the village level, cadres, OTAs, and target families. Data were collected through in-depth interviews, observation, and documentation, then analyzed thematically. The results of the study on the context aspect indicate that the program is in accordance with national policies and local needs, supported across sectors with 37 target families. The input aspect shows that there is support from cadres, OTAs, and the government with voluntary funding and adequate infrastructure. The process aspect shows that mentoring activities, nutrition education, and child growth monitoring are running, but are hampered by low community interest in becoming OTAs and limited funds. The product aspect shows that the program improves nutritional knowledge, parenting patterns, awareness of growth monitoring, and children's nutritional status, although sustainability is not yet optimal. This study concludes that the Gentinf Program makes a positive contribution to stunting prevention, but still faces obstacles in terms of community participation and funding.
Co-Authors Abdul Rahman Abdul Rahman Agus Sutriawan Andi Atssam Mappanyukki Andi Mustika Amin Andi Ulfiana Fitri Andi Ulfiana Fitri Azniah Syam Dian Anggraeni Rachman Fahrizal Fahrizal Faizal Erlangga Makawi Fitriana Haeril Imelda Iskandar Inanna, Inanna Ismaniar, Nur Inayah Ismi Sultan Jasmin Ambas Jasmin Ambas Jeki Pornomo Mahendri Deayu Putri Mahendri Deayu Putri Muhammadong Multhazam, Riana Musni Nur Inayah Ismaniar Nurfalia Harfah Nurfalia Harfah Nurl Fajriah Istiqamah Rahmaniah Usman Romansyah Sahabuddin Samsiana . Sri Rezkiani Kas Sri Rezkiani Kas Sulolipu, Andi Annisa Supri Tawe, Andi Amiruddin Wahyudin Widyaningsih, Yasinta Indah Yahya, Nurul Fajriah Yasinta Indah Widyaningsih Yulita Sirinti Pongtambing Zulkarnain, Muhammad Qadafi